Representation-Aware Generative Modeling for Early-Stage Ship Design

Early-stage ship design demands efficient exploration of diverse hull forms under tight geometric and performance constraints. Existing data-driven approaches often rely on a single geometric representation, limiting their ability to capture both global proportions and local shape detail. This paper...

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Autors principals:	Nay Min Htein, Panagiotis Louvros, Evangelos Stefanou, Nabile Hifi, Evangelos Boulougouris
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2026-03-01
Col·lecció:	Journal of Marine Science and Engineering
Matèries:	ship hull design generative modeling diffusion models multimodal learning geometric representation conceptual ship design
Accés en línia:	https://www.mdpi.com/2077-1312/14/7/642
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